Professional Certificate in Network Data Mining Techniques
-- ViewingNowThe Professional Certificate in Network Data Mining Techniques is a comprehensive course that equips learners with essential skills in network data mining, a highly sought-after competency in today's data-driven world. This course is designed to meet the industry's growing demand for professionals who can extract valuable insights from complex network data to inform strategic decision-making.
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โข Unit 1: Introduction to Network Data Mining
โข Unit 2: Data Preprocessing for Network Analysis
โข Unit 3: Graph Theory and Network Analysis Fundamentals
โข Unit 4: Social Network Analysis Techniques
โข Unit 5: Link Analysis and Visualization
โข Unit 6: Clustering and Community Detection in Networks
โข Unit 7: Graph-based Classification Algorithms
โข Unit 8: Anomaly Detection in Network Data
โข Unit 9: Scalable Network Data Mining Techniques
โข Unit 10: Real-world Applications and Case Studies of Network Data Mining
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